Senior Data Scientist - Metrics
Tasks
- Analyze drive logs
- Analyze simulation datasets
- Build machine learning models
- Build statistical models
- Collaborate with behavior teams
- Collaborate with perception teams
- Collaborate with prediction teams
- Communicate insights to engineering leaders
- Detect anomalous behaviors
- Detect unsafe behaviors
- Develop comfort metrics
- Develop safety metrics
- Identify patterns
- Identify regressions
- Identify system gaps
- Integrate metrics into workflows
Perks/Benefits
- Dental insurance
- Disability insurance
- Flexible spending account
- Flexible vacation
- Health insurance
- Health savings account
- Life insurance
- Paid parental leave
- Retirement plan
- Total wellness program
- Vision insurance
Skills/Tech-stack
ADAS | Agent systems | Apache Spark | Autonomous Vehicles | Behavior Prediction | Data Analysis | Data Pipelines | Data Validation | Dimensional data | High Dimensional Data | Kinematics | Machine Learning | Model Evaluation | Motion Planning | Multi-Agent | Multi-Agent Systems | NumPy | Pandas | Python | Robotics | SQL | Series analysis | Testing | Time Series | Time Series Analysis | Vehicle dynamics
Education
Roles
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